A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models

A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models

This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Statistics & probability letters 2023-02, Vol.193, p.109732, Article 109732
Hauptverfasser: Banzato, Erika, Chiogna, Monica, Djordjilović, Vera, Risso, Davide
Format: Artikel
Sprache:eng
Schlagworte:
Hypothesis test
Likelihood ratio test
Multivariate normal distribution
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page 109732
container_title Statistics & probability letters
container_volume 193
creator Banzato, Erika
Chiogna, Monica
Djordjilović, Vera
Risso, Davide
description This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.
doi_str_mv 10.1016/j.spl.2022.109732
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3034774965</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0167715222002450</els_id><sourcerecordid>3034774965</sourcerecordid><originalsourceid>FETCH-LOGICAL-c348t-9034a2b9311971b9d665cf77f12f6ea5a85d91e03e9eba76a193be1835a667093</originalsourceid><addsrcrecordid>eNp9kE1v1DAQhi0EokvhB3BBPnLJ4o91HItTqaAgVeICZ2viTLpevHFqO6323-MlhSMna-xn3vE8hLzlbMsZbz8ctnkOW8GEqLXRUjwjG95p0wjO5HOyqYxuNFfigrzK-cAYE0rxl-RCdqrbdUxvyOMV_QSpBCylKacZqYspoSs-TnSMiQb_C4PfxzjQBPWWFswl00df9hTmOXgHf9iyvvjpjuL9AsGXE40jvYElZw8TvUsw7ysc6DEOGPJr8mKEkPHN03lJfn75_OP6a3P7_ebb9dVt4-SuK41hcgeiN5Jzo3lvhrZVbtR65GJsERR0ajAcmUSDPegWuJE98k4qaFvNjLwk79fcOcX7pf7QHn12GAJMGJdsZR2g9c60qqJ8RV2KOScc7Zz8EdLJcmbPvu3BVt_27NuuvmvPu6f4pT_i8K_jr-AKfFyBujM-eEw2O4-Tw8GfNdsh-v_E_wYSWZI7</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3034774965</pqid></control><display><type>article</type><title>A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models</title><source>Elsevier ScienceDirect Journals Complete</source><creator>Banzato, Erika ; Chiogna, Monica ; Djordjilović, Vera ; Risso, Davide</creator><creatorcontrib>Banzato, Erika ; Chiogna, Monica ; Djordjilović, Vera ; Risso, Davide</creatorcontrib><description>This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.</description><identifier>ISSN: 0167-7152</identifier><identifier>EISSN: 1879-2103</identifier><identifier>DOI: 10.1016/j.spl.2022.109732</identifier><identifier>PMID: 38584807</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Hypothesis test ; Likelihood ratio test ; Multivariate normal distribution</subject><ispartof>Statistics &amp; probability letters, 2023-02, Vol.193, p.109732, Article 109732</ispartof><rights>2022 The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c348t-9034a2b9311971b9d665cf77f12f6ea5a85d91e03e9eba76a193be1835a667093</cites><orcidid>0000-0001-8508-5012 ; 0000-0002-7670-3111 ; 0000-0002-7238-3739 ; 0000-0002-2137-9166</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0167715222002450$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38584807$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Banzato, Erika</creatorcontrib><creatorcontrib>Chiogna, Monica</creatorcontrib><creatorcontrib>Djordjilović, Vera</creatorcontrib><creatorcontrib>Risso, Davide</creatorcontrib><title>A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models</title><title>Statistics &amp; probability letters</title><addtitle>Stat Probab Lett</addtitle><description>This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.</description><subject>Hypothesis test</subject><subject>Likelihood ratio test</subject><subject>Multivariate normal distribution</subject><issn>0167-7152</issn><issn>1879-2103</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kE1v1DAQhi0EokvhB3BBPnLJ4o91HItTqaAgVeICZ2viTLpevHFqO6323-MlhSMna-xn3vE8hLzlbMsZbz8ctnkOW8GEqLXRUjwjG95p0wjO5HOyqYxuNFfigrzK-cAYE0rxl-RCdqrbdUxvyOMV_QSpBCylKacZqYspoSs-TnSMiQb_C4PfxzjQBPWWFswl00df9hTmOXgHf9iyvvjpjuL9AsGXE40jvYElZw8TvUsw7ysc6DEOGPJr8mKEkPHN03lJfn75_OP6a3P7_ebb9dVt4-SuK41hcgeiN5Jzo3lvhrZVbtR65GJsERR0ajAcmUSDPegWuJE98k4qaFvNjLwk79fcOcX7pf7QHn12GAJMGJdsZR2g9c60qqJ8RV2KOScc7Zz8EdLJcmbPvu3BVt_27NuuvmvPu6f4pT_i8K_jr-AKfFyBujM-eEw2O4-Tw8GfNdsh-v_E_wYSWZI7</recordid><startdate>202302</startdate><enddate>202302</enddate><creator>Banzato, Erika</creator><creator>Chiogna, Monica</creator><creator>Djordjilović, Vera</creator><creator>Risso, Davide</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8508-5012</orcidid><orcidid>https://orcid.org/0000-0002-7670-3111</orcidid><orcidid>https://orcid.org/0000-0002-7238-3739</orcidid><orcidid>https://orcid.org/0000-0002-2137-9166</orcidid></search><sort><creationdate>202302</creationdate><title>A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models</title><author>Banzato, Erika ; Chiogna, Monica ; Djordjilović, Vera ; Risso, Davide</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c348t-9034a2b9311971b9d665cf77f12f6ea5a85d91e03e9eba76a193be1835a667093</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Hypothesis test</topic><topic>Likelihood ratio test</topic><topic>Multivariate normal distribution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Banzato, Erika</creatorcontrib><creatorcontrib>Chiogna, Monica</creatorcontrib><creatorcontrib>Djordjilović, Vera</creatorcontrib><creatorcontrib>Risso, Davide</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Statistics &amp; probability letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Banzato, Erika</au><au>Chiogna, Monica</au><au>Djordjilović, Vera</au><au>Risso, Davide</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models</atitle><jtitle>Statistics &amp; probability letters</jtitle><addtitle>Stat Probab Lett</addtitle><date>2023-02</date><risdate>2023</risdate><volume>193</volume><spage>109732</spage><pages>109732-</pages><artnum>109732</artnum><issn>0167-7152</issn><eissn>1879-2103</eissn><abstract>This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38584807</pmid><doi>10.1016/j.spl.2022.109732</doi><orcidid>https://orcid.org/0000-0001-8508-5012</orcidid><orcidid>https://orcid.org/0000-0002-7670-3111</orcidid><orcidid>https://orcid.org/0000-0002-7238-3739</orcidid><orcidid>https://orcid.org/0000-0002-2137-9166</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0167-7152
ispartof Statistics & probability letters, 2023-02, Vol.193, p.109732, Article 109732
issn 0167-7152
1879-2103
language eng
recordid cdi_proquest_miscellaneous_3034774965
source Elsevier ScienceDirect Journals Complete
subjects Hypothesis test
Likelihood ratio test
Multivariate normal distribution
title A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-18T21%3A39%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Bartlett-type%20correction%20for%20likelihood%20ratio%20tests%20with%20application%20to%20testing%20equality%20of%20Gaussian%20graphical%20models&rft.jtitle=Statistics%20&%20probability%20letters&rft.au=Banzato,%20Erika&rft.date=2023-02&rft.volume=193&rft.spage=109732&rft.pages=109732-&rft.artnum=109732&rft.issn=0167-7152&rft.eissn=1879-2103&rft_id=info:doi/10.1016/j.spl.2022.109732&rft_dat=%3Cproquest_cross%3E3034774965%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3034774965&rft_id=info:pmid/38584807&rft_els_id=S0167715222002450&rfr_iscdi=true